WO2005099422A3 - Selection and use of nonstastical translation components in a statistical machine translation framework - Google Patents

Selection and use of nonstastical translation components in a statistical machine translation framework Download PDF

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Publication number
WO2005099422A3
WO2005099422A3 PCT/US2005/013001 US2005013001W WO2005099422A3 WO 2005099422 A3 WO2005099422 A3 WO 2005099422A3 US 2005013001 W US2005013001 W US 2005013001W WO 2005099422 A3 WO2005099422 A3 WO 2005099422A3
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Prior art keywords
translation
training
components
nonstastical
selection
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PCT/US2005/013001
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French (fr)
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WO2005099422A2 (en
Inventor
Franz Josef Och
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Univ Southern California
Franz Josef Och
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Publication of WO2005099422A2 publication Critical patent/WO2005099422A2/en
Publication of WO2005099422A3 publication Critical patent/WO2005099422A3/en

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/40—Processing or translation of natural language
    • G06F40/42—Data-driven translation
    • G06F40/44—Statistical methods, e.g. probability models

Abstract

A system with a nonstatistical translation component integrated with a statistical translation component engine. The same corpus may be used for training the statistical engine and also for determining when to use the statistical engine and when to use the translation component. This training may use probabilistic techniques. Both the statistical engine and the translation components may be capable of translating the same information, however the system determines which component to use based on the training. Retraining can be carried out to add additional components, or when after additional translator training.
PCT/US2005/013001 2004-04-16 2005-04-18 Selection and use of nonstastical translation components in a statistical machine translation framework WO2005099422A2 (en)

Applications Claiming Priority (4)

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US56277404P 2004-04-16 2004-04-16
US60/562,774 2004-04-16
US11/107,304 2005-04-15
US11/107,304 US8666725B2 (en) 2004-04-16 2005-04-15 Selection and use of nonstatistical translation components in a statistical machine translation framework

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WO2005099422A2 WO2005099422A2 (en) 2005-10-27
WO2005099422A3 true WO2005099422A3 (en) 2007-01-18

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WO (1) WO2005099422A2 (en)

Families Citing this family (95)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP2336899A3 (en) 1999-03-19 2014-11-26 Trados GmbH Workflow management system
US20060116865A1 (en) 1999-09-17 2006-06-01 Www.Uniscape.Com E-services translation utilizing machine translation and translation memory
US7904595B2 (en) 2001-01-18 2011-03-08 Sdl International America Incorporated Globalization management system and method therefor
US8214196B2 (en) 2001-07-03 2012-07-03 University Of Southern California Syntax-based statistical translation model
WO2004001623A2 (en) * 2002-03-26 2003-12-31 University Of Southern California Constructing a translation lexicon from comparable, non-parallel corpora
US20040243531A1 (en) * 2003-04-28 2004-12-02 Dean Michael Anthony Methods and systems for representing, using and displaying time-varying information on the Semantic Web
US7711545B2 (en) * 2003-07-02 2010-05-04 Language Weaver, Inc. Empirical methods for splitting compound words with application to machine translation
US8548794B2 (en) * 2003-07-02 2013-10-01 University Of Southern California Statistical noun phrase translation
US20100262621A1 (en) * 2004-03-05 2010-10-14 Russ Ross In-context exact (ice) matching
US7983896B2 (en) 2004-03-05 2011-07-19 SDL Language Technology In-context exact (ICE) matching
US8296127B2 (en) 2004-03-23 2012-10-23 University Of Southern California Discovery of parallel text portions in comparable collections of corpora and training using comparable texts
US8666725B2 (en) * 2004-04-16 2014-03-04 University Of Southern California Selection and use of nonstatistical translation components in a statistical machine translation framework
JP5452868B2 (en) * 2004-10-12 2014-03-26 ユニヴァーシティー オブ サザン カリフォルニア Training for text-to-text applications that use string-to-tree conversion for training and decoding
US8886517B2 (en) 2005-06-17 2014-11-11 Language Weaver, Inc. Trust scoring for language translation systems
US8676563B2 (en) 2009-10-01 2014-03-18 Language Weaver, Inc. Providing human-generated and machine-generated trusted translations
US7813918B2 (en) * 2005-08-03 2010-10-12 Language Weaver, Inc. Identifying documents which form translated pairs, within a document collection
US20070043553A1 (en) * 2005-08-16 2007-02-22 Microsoft Corporation Machine translation models incorporating filtered training data
US7697827B2 (en) 2005-10-17 2010-04-13 Konicek Jeffrey C User-friendlier interfaces for a camera
US10319252B2 (en) * 2005-11-09 2019-06-11 Sdl Inc. Language capability assessment and training apparatus and techniques
CN101030197A (en) * 2006-02-28 2007-09-05 株式会社东芝 Method and apparatus for bilingual word alignment, method and apparatus for training bilingual word alignment model
CN101030196B (en) * 2006-02-28 2010-05-12 株式会社东芝 Method and apparatus for training bilingual word alignment model, method and apparatus for bilingual word alignment
US8943080B2 (en) 2006-04-07 2015-01-27 University Of Southern California Systems and methods for identifying parallel documents and sentence fragments in multilingual document collections
US8886518B1 (en) 2006-08-07 2014-11-11 Language Weaver, Inc. System and method for capitalizing machine translated text
US8521506B2 (en) 2006-09-21 2013-08-27 Sdl Plc Computer-implemented method, computer software and apparatus for use in a translation system
US8433556B2 (en) 2006-11-02 2013-04-30 University Of Southern California Semi-supervised training for statistical word alignment
US20080120092A1 (en) * 2006-11-20 2008-05-22 Microsoft Corporation Phrase pair extraction for statistical machine translation
US9122674B1 (en) * 2006-12-15 2015-09-01 Language Weaver, Inc. Use of annotations in statistical machine translation
US8131536B2 (en) * 2007-01-12 2012-03-06 Raytheon Bbn Technologies Corp. Extraction-empowered machine translation
US8468149B1 (en) 2007-01-26 2013-06-18 Language Weaver, Inc. Multi-lingual online community
US8615389B1 (en) 2007-03-16 2013-12-24 Language Weaver, Inc. Generation and exploitation of an approximate language model
US8831928B2 (en) * 2007-04-04 2014-09-09 Language Weaver, Inc. Customizable machine translation service
US7983898B2 (en) * 2007-06-08 2011-07-19 Microsoft Corporation Generating a phrase translation model by iteratively estimating phrase translation probabilities
US8825466B1 (en) 2007-06-08 2014-09-02 Language Weaver, Inc. Modification of annotated bilingual segment pairs in syntax-based machine translation
US8548791B2 (en) * 2007-08-29 2013-10-01 Microsoft Corporation Validation of the consistency of automatic terminology translation
US7890539B2 (en) * 2007-10-10 2011-02-15 Raytheon Bbn Technologies Corp. Semantic matching using predicate-argument structure
US8046211B2 (en) * 2007-10-23 2011-10-25 Microsoft Corporation Technologies for statistical machine translation based on generated reordering knowledge
US8150677B2 (en) * 2008-06-26 2012-04-03 Microsoft Corporation Machine translation using language order templates
US20090326916A1 (en) * 2008-06-27 2009-12-31 Microsoft Corporation Unsupervised chinese word segmentation for statistical machine translation
US20100023315A1 (en) * 2008-07-25 2010-01-28 Microsoft Corporation Random walk restarts in minimum error rate training
KR20100037813A (en) * 2008-10-02 2010-04-12 삼성전자주식회사 Statistical machine translation apparatus and method
US9798720B2 (en) * 2008-10-24 2017-10-24 Ebay Inc. Hybrid machine translation
US8374881B2 (en) * 2008-11-26 2013-02-12 At&T Intellectual Property I, L.P. System and method for enriching spoken language translation with dialog acts
US9262403B2 (en) 2009-03-02 2016-02-16 Sdl Plc Dynamic generation of auto-suggest dictionary for natural language translation
GB2468278A (en) * 2009-03-02 2010-09-08 Sdl Plc Computer assisted natural language translation outputs selectable target text associated in bilingual corpus with input target text from partial translation
US8990064B2 (en) 2009-07-28 2015-03-24 Language Weaver, Inc. Translating documents based on content
US8380486B2 (en) 2009-10-01 2013-02-19 Language Weaver, Inc. Providing machine-generated translations and corresponding trust levels
GB2474839A (en) * 2009-10-27 2011-05-04 Sdl Plc In-context exact matching of lookup segment to translation memory source text
US10417646B2 (en) 2010-03-09 2019-09-17 Sdl Inc. Predicting the cost associated with translating textual content
US8265923B2 (en) * 2010-05-11 2012-09-11 Xerox Corporation Statistical machine translation employing efficient parameter training
US20120109623A1 (en) * 2010-11-01 2012-05-03 Microsoft Corporation Stimulus Description Collections
US9128929B2 (en) 2011-01-14 2015-09-08 Sdl Language Technologies Systems and methods for automatically estimating a translation time including preparation time in addition to the translation itself
US10657540B2 (en) 2011-01-29 2020-05-19 Sdl Netherlands B.V. Systems, methods, and media for web content management
US9547626B2 (en) 2011-01-29 2017-01-17 Sdl Plc Systems, methods, and media for managing ambient adaptability of web applications and web services
US20120215520A1 (en) * 2011-02-23 2012-08-23 Davis Janel R Translation System
US10580015B2 (en) 2011-02-25 2020-03-03 Sdl Netherlands B.V. Systems, methods, and media for executing and optimizing online marketing initiatives
US10140320B2 (en) 2011-02-28 2018-11-27 Sdl Inc. Systems, methods, and media for generating analytical data
US11003838B2 (en) 2011-04-18 2021-05-11 Sdl Inc. Systems and methods for monitoring post translation editing
US8694303B2 (en) 2011-06-15 2014-04-08 Language Weaver, Inc. Systems and methods for tuning parameters in statistical machine translation
US8719003B1 (en) * 2011-06-24 2014-05-06 Google Inc. Translation access
US9984054B2 (en) 2011-08-24 2018-05-29 Sdl Inc. Web interface including the review and manipulation of a web document and utilizing permission based control
US8886515B2 (en) 2011-10-19 2014-11-11 Language Weaver, Inc. Systems and methods for enhancing machine translation post edit review processes
JP2013186673A (en) * 2012-03-07 2013-09-19 Nippon Hoso Kyokai <Nhk> Machine translation device and machine translation program
US8942973B2 (en) 2012-03-09 2015-01-27 Language Weaver, Inc. Content page URL translation
US9754585B2 (en) 2012-04-03 2017-09-05 Microsoft Technology Licensing, Llc Crowdsourced, grounded language for intent modeling in conversational interfaces
US9773270B2 (en) 2012-05-11 2017-09-26 Fredhopper B.V. Method and system for recommending products based on a ranking cocktail
US10261994B2 (en) * 2012-05-25 2019-04-16 Sdl Inc. Method and system for automatic management of reputation of translators
US11308528B2 (en) 2012-09-14 2022-04-19 Sdl Netherlands B.V. Blueprinting of multimedia assets
US11386186B2 (en) 2012-09-14 2022-07-12 Sdl Netherlands B.V. External content library connector systems and methods
US10452740B2 (en) 2012-09-14 2019-10-22 Sdl Netherlands B.V. External content libraries
US9916306B2 (en) 2012-10-19 2018-03-13 Sdl Inc. Statistical linguistic analysis of source content
US9152622B2 (en) 2012-11-26 2015-10-06 Language Weaver, Inc. Personalized machine translation via online adaptation
US9116880B2 (en) 2012-11-30 2015-08-25 Microsoft Technology Licensing, Llc Generating stimuli for use in soliciting grounded linguistic information
US10223349B2 (en) 2013-02-20 2019-03-05 Microsoft Technology Licensing Llc Inducing and applying a subject-targeted context free grammar
US9786269B2 (en) * 2013-03-14 2017-10-10 Google Inc. Language modeling of complete language sequences
US9213694B2 (en) 2013-10-10 2015-12-15 Language Weaver, Inc. Efficient online domain adaptation
US9779087B2 (en) * 2013-12-13 2017-10-03 Google Inc. Cross-lingual discriminative learning of sequence models with posterior regularization
US9530161B2 (en) 2014-02-28 2016-12-27 Ebay Inc. Automatic extraction of multilingual dictionary items from non-parallel, multilingual, semi-structured data
US9569526B2 (en) 2014-02-28 2017-02-14 Ebay Inc. Automatic machine translation using user feedback
US9940658B2 (en) 2014-02-28 2018-04-10 Paypal, Inc. Cross border transaction machine translation
US9881006B2 (en) 2014-02-28 2018-01-30 Paypal, Inc. Methods for automatic generation of parallel corpora
US9940321B2 (en) 2015-03-15 2018-04-10 Graham MOREHEAD System for machine translation
US10614167B2 (en) 2015-10-30 2020-04-07 Sdl Plc Translation review workflow systems and methods
KR102449614B1 (en) 2015-11-06 2022-09-29 삼성전자주식회사 Apparatus and method for evaluating machine translation quality using distributed representation, machine translation apparatus, and apparatus for constructing distributed representation model
CN107229616B (en) 2016-03-25 2020-10-16 阿里巴巴集团控股有限公司 Language identification method, device and system
US10261995B1 (en) 2016-09-28 2019-04-16 Amazon Technologies, Inc. Semantic and natural language processing for content categorization and routing
US10235362B1 (en) * 2016-09-28 2019-03-19 Amazon Technologies, Inc. Continuous translation refinement with automated delivery of re-translated content
US10275459B1 (en) 2016-09-28 2019-04-30 Amazon Technologies, Inc. Source language content scoring for localizability
CN107195295B (en) * 2017-05-04 2020-06-23 百度在线网络技术（北京）有限公司 Voice recognition method and device based on Chinese-English mixed dictionary
CN107301860B (en) * 2017-05-04 2020-06-23 百度在线网络技术（北京）有限公司 Voice recognition method and device based on Chinese-English mixed dictionary
US10635863B2 (en) 2017-10-30 2020-04-28 Sdl Inc. Fragment recall and adaptive automated translation
US10817676B2 (en) 2017-12-27 2020-10-27 Sdl Inc. Intelligent routing services and systems
RU2692049C1 (en) 2017-12-29 2019-06-19 Общество С Ограниченной Ответственностью "Яндекс" Method and system for translating source sentence in first language by target sentence in second language
US10747962B1 (en) 2018-03-12 2020-08-18 Amazon Technologies, Inc. Artificial intelligence system using phrase tables to evaluate and improve neural network based machine translation
US11256867B2 (en) 2018-10-09 2022-02-22 Sdl Inc. Systems and methods of machine learning for digital assets and message creation
KR102353381B1 (en) * 2019-04-30 2022-01-19 정철환 Electronic device, method, and computer program for supporting naming process

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6092034A (en) * 1998-07-27 2000-07-18 International Business Machines Corporation Statistical translation system and method for fast sense disambiguation and translation of large corpora using fertility models and sense models

Family Cites Families (312)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS57201958A (en) * 1981-06-05 1982-12-10 Hitachi Ltd Device and method for interpretation between natural languages
JPS58201175A (en) * 1982-05-20 1983-11-22 Kokusai Denshin Denwa Co Ltd <Kdd> Machine translation system
US4615002A (en) 1983-03-30 1986-09-30 International Business Machines Corp. Concurrent multi-lingual use in data processing system
JPS6140672A (en) 1984-07-31 1986-02-26 Hitachi Ltd Processing system for dissolution of many parts of speech
DE3587009T2 (en) 1984-09-18 1993-05-06 Sharp Kk TRANSLATION SYSTEM.
JPH0664585B2 (en) 1984-12-25 1994-08-22 株式会社東芝 Translation editing device
JPS61217871A (en) 1985-03-25 1986-09-27 Toshiba Corp Translation processor
US4800522A (en) 1985-05-14 1989-01-24 Sharp Kabushiki Kaisha Bilingual translation system capable of memorizing learned words
DE3616751A1 (en) * 1985-05-20 1986-11-20 Sharp K.K., Osaka TRANSLATION SYSTEM
JPS6244877A (en) 1985-08-22 1987-02-26 Toshiba Corp Machine translator
JPH083815B2 (en) * 1985-10-25 1996-01-17 株式会社日立製作所 Natural language co-occurrence relation dictionary maintenance method
JPS63223962A (en) 1987-03-13 1988-09-19 Hitachi Ltd Translating device
US5146405A (en) * 1988-02-05 1992-09-08 At&T Bell Laboratories Methods for part-of-speech determination and usage
JPH0242572A (en) * 1988-08-03 1990-02-13 Hitachi Ltd Preparation/maintenance method for co-occurrence relation dictionary
JPH02301869A (en) * 1989-05-17 1990-12-13 Hitachi Ltd Method for maintaining and supporting natural language processing system
JPH02308370A (en) 1989-05-24 1990-12-21 Toshiba Corp Machine translation system
US5020112A (en) 1989-10-31 1991-05-28 At&T Bell Laboratories Image recognition method using two-dimensional stochastic grammars
US5218537A (en) 1989-12-21 1993-06-08 Texas Instruments Incorporated System and method for using a computer to generate and teach grammar lessons
JPH03268062A (en) 1990-03-19 1991-11-28 Fujitsu Ltd Register for private use word in machine translation electronic mail device
JP3114181B2 (en) 1990-03-27 2000-12-04 株式会社日立製作所 Interlingual communication translation method and system
US5369574A (en) 1990-08-01 1994-11-29 Canon Kabushiki Kaisha Sentence generating system
JP3176059B2 (en) 1990-11-15 2001-06-11 キヤノン株式会社 Translation equipment
US5497319A (en) 1990-12-31 1996-03-05 Trans-Link International Corp. Machine translation and telecommunications system
US5212730A (en) * 1991-07-01 1993-05-18 Texas Instruments Incorporated Voice recognition of proper names using text-derived recognition models
US5477451A (en) 1991-07-25 1995-12-19 International Business Machines Corp. Method and system for natural language translation
US5167504A (en) 1991-09-20 1992-12-01 Mann Harold J Bilingual dictionary
US5557518A (en) * 1994-04-28 1996-09-17 Citibank, N.A. Trusted agents for open electronic commerce
JPH05151260A (en) 1991-11-29 1993-06-18 Hitachi Ltd Method and system for learning translation templet
US5267156A (en) 1991-12-05 1993-11-30 International Business Machines Corporation Method for constructing a knowledge base, knowledge base system, machine translation method and system therefor
US5541836A (en) 1991-12-30 1996-07-30 At&T Corp. Word disambiguation apparatus and methods
DE69330427T2 (en) 1992-03-06 2002-05-23 Dragon Systems Inc VOICE RECOGNITION SYSTEM FOR LANGUAGES WITH COMPOSED WORDS
US5302132A (en) * 1992-04-01 1994-04-12 Corder Paul R Instructional system and method for improving communication skills
JPH05298360A (en) * 1992-04-17 1993-11-12 Hitachi Ltd Method and device for evaluating translated sentence, machine translation system with translated sentence evaluating function and machine translation system evaluating device
GB9209346D0 (en) 1992-04-30 1992-06-17 Sharp Kk Machine translation system
US5528491A (en) 1992-08-31 1996-06-18 Language Engineering Corporation Apparatus and method for automated natural language translation
US6278967B1 (en) * 1992-08-31 2001-08-21 Logovista Corporation Automated system for generating natural language translations that are domain-specific, grammar rule-based, and/or based on part-of-speech analysis
US5495413A (en) 1992-09-25 1996-02-27 Sharp Kabushiki Kaisha Translation machine having a function of deriving two or more syntaxes from one original sentence and giving precedence to a selected one of the syntaxes
JPH06195373A (en) 1992-12-24 1994-07-15 Sharp Corp Machine translation system
GB2272091B (en) 1992-10-30 1996-10-23 Canon Europa Nv Apparatus for use in aligning bilingual corpora
US5675815A (en) 1992-11-09 1997-10-07 Ricoh Company, Ltd. Language conversion system and text creating system using such
JP2745370B2 (en) 1993-02-23 1998-04-28 日本アイ・ビー・エム株式会社 Machine translation method and machine translation device
US6186794B1 (en) * 1993-04-02 2001-02-13 Breakthrough To Literacy, Inc. Apparatus for interactive adaptive learning by an individual through at least one of a stimuli presentation device and a user perceivable display
US5432948A (en) * 1993-04-26 1995-07-11 Taligent, Inc. Object-oriented rule-based text input transliteration system
GB2279164A (en) * 1993-06-18 1994-12-21 Canon Res Ct Europe Ltd Processing a bilingual database.
US5619709A (en) 1993-09-20 1997-04-08 Hnc, Inc. System and method of context vector generation and retrieval
US6304841B1 (en) 1993-10-28 2001-10-16 International Business Machines Corporation Automatic construction of conditional exponential models from elementary features
US5510981A (en) * 1993-10-28 1996-04-23 International Business Machines Corporation Language translation apparatus and method using context-based translation models
US6064819A (en) 1993-12-08 2000-05-16 Imec Control flow and memory management optimization
JPH07210558A (en) 1994-01-20 1995-08-11 Fujitsu Ltd Machine translation device
JP3345763B2 (en) 1994-03-04 2002-11-18 日本電信電話株式会社 Natural language translator
JP3377290B2 (en) * 1994-04-27 2003-02-17 シャープ株式会社 Machine translation device with idiom processing function
US5752052A (en) 1994-06-24 1998-05-12 Microsoft Corporation Method and system for bootstrapping statistical processing into a rule-based natural language parser
US5761689A (en) 1994-09-01 1998-06-02 Microsoft Corporation Autocorrecting text typed into a word processing document
JPH08101837A (en) * 1994-09-30 1996-04-16 Toshiba Corp Translating rule learning method for machine translation system
JP3960562B2 (en) 1994-09-30 2007-08-15 株式会社東芝 How to learn machine translation
JP2855409B2 (en) * 1994-11-17 1999-02-10 日本アイ・ビー・エム株式会社 Natural language processing method and system
GB2295470A (en) 1994-11-28 1996-05-29 Sharp Kk Machine translation system
JP3066274B2 (en) 1995-01-12 2000-07-17 シャープ株式会社 Machine translation equipment
US5987402A (en) 1995-01-31 1999-11-16 Oki Electric Industry Co., Ltd. System and method for efficiently retrieving and translating source documents in different languages, and other displaying the translated documents at a client device
US5715466A (en) 1995-02-14 1998-02-03 Compuserve Incorporated System for parallel foreign language communication over a computer network
US5855015A (en) 1995-03-20 1998-12-29 Interval Research Corporation System and method for retrieval of hyperlinked information resources
CA2170669A1 (en) * 1995-03-24 1996-09-25 Fernando Carlos Neves Pereira Grapheme-to phoneme conversion with weighted finite-state transducers
EP0834139A4 (en) * 1995-06-07 1998-08-05 Int Language Engineering Corp Machine assisted translation tools
US5903858A (en) * 1995-06-23 1999-05-11 Saraki; Masashi Translation machine for editing a original text by rewriting the same and translating the rewrote one
US6073143A (en) 1995-10-20 2000-06-06 Sanyo Electric Co., Ltd. Document conversion system including data monitoring means that adds tag information to hyperlink information and translates a document when such tag information is included in a document retrieval request
JPH09128396A (en) 1995-11-06 1997-05-16 Hitachi Ltd Preparation method for bilingual dictionary
US6993471B1 (en) 1995-11-13 2006-01-31 America Online, Inc. Integrated multilingual browser
US5983169A (en) 1995-11-13 1999-11-09 Japan Science And Technology Corporation Method for automated translation of conjunctive phrases in natural languages
US5987404A (en) 1996-01-29 1999-11-16 International Business Machines Corporation Statistical natural language understanding using hidden clumpings
US5779486A (en) 1996-03-19 1998-07-14 Ho; Chi Fai Methods and apparatus to assess and enhance a student's understanding in a subject
SG49804A1 (en) * 1996-03-20 1998-06-15 Government Of Singapore Repres Parsing and translating natural language sentences automatically
JPH09259127A (en) * 1996-03-21 1997-10-03 Sharp Corp Translation device
US5909681A (en) 1996-03-25 1999-06-01 Torrent Systems, Inc. Computer system and computerized method for partitioning data for parallel processing
US5870706A (en) * 1996-04-10 1999-02-09 Lucent Technologies, Inc. Method and apparatus for an improved language recognition system
US6470306B1 (en) 1996-04-23 2002-10-22 Logovista Corporation Automated translation of annotated text based on the determination of locations for inserting annotation tokens and linked ending, end-of-sentence or language tokens
US6161083A (en) * 1996-05-02 2000-12-12 Sony Corporation Example-based translation method and system which calculates word similarity degrees, a priori probability, and transformation probability to determine the best example for translation
US5995922A (en) 1996-05-02 1999-11-30 Microsoft Corporation Identifying information related to an input word in an electronic dictionary
US5848386A (en) 1996-05-28 1998-12-08 Ricoh Company, Ltd. Method and system for translating documents using different translation resources for different portions of the documents
US6233544B1 (en) 1996-06-14 2001-05-15 At&T Corp Method and apparatus for language translation
US5806032A (en) 1996-06-14 1998-09-08 Lucent Technologies Inc. Compilation of weighted finite-state transducers from decision trees
JPH1011447A (en) 1996-06-21 1998-01-16 Ibm Japan Ltd Translation method and system based upon pattern
US5966686A (en) 1996-06-28 1999-10-12 Microsoft Corporation Method and system for computing semantic logical forms from syntax trees
JPH1074204A (en) * 1996-06-28 1998-03-17 Toshiba Corp Machine translation method and text/translation display method
US5819265A (en) 1996-07-12 1998-10-06 International Business Machines Corporation Processing names in a text
US6498921B1 (en) 1999-09-01 2002-12-24 Chi Fai Ho Method and system to answer a natural-language question
US5836771A (en) 1996-12-02 1998-11-17 Ho; Chi Fai Learning method and system based on questioning
JP3579204B2 (en) * 1997-01-17 2004-10-20 富士通株式会社 Document summarizing apparatus and method
WO1998044433A1 (en) 1997-03-31 1998-10-08 Sanyo Electric Co., Ltd. Document preparation method and machine translation device
US6233545B1 (en) 1997-05-01 2001-05-15 William E. Datig Universal machine translator of arbitrary languages utilizing epistemic moments
US6233546B1 (en) * 1998-11-19 2001-05-15 William E. Datig Method and system for machine translation using epistemic moments and stored dictionary entries
US5991710A (en) 1997-05-20 1999-11-23 International Business Machines Corporation Statistical translation system with features based on phrases or groups of words
US6415250B1 (en) * 1997-06-18 2002-07-02 Novell, Inc. System and method for identifying language using morphologically-based techniques
US6032111A (en) * 1997-06-23 2000-02-29 At&T Corp. Method and apparatus for compiling context-dependent rewrite rules and input strings
DE69837979T2 (en) * 1997-06-27 2008-03-06 International Business Machines Corp. System for extracting multilingual terminology
US6356864B1 (en) 1997-07-25 2002-03-12 University Technology Corporation Methods for analysis and evaluation of the semantic content of a writing based on vector length
US6018617A (en) 1997-07-31 2000-01-25 Advantage Learning Systems, Inc. Test generating and formatting system
JPH11143877A (en) 1997-10-22 1999-05-28 Internatl Business Mach Corp <Ibm> Compression method, method for compressing entry index data and machine translation system
JP2001508200A (en) 1997-11-14 2001-06-19 コーニンクレッカ フィリップス エレクトロニクス エヌ ヴィ Method and system for selective hardware sharing voice processing at multiple levels in a voice-based intercommunication system
US6161082A (en) 1997-11-18 2000-12-12 At&T Corp Network based language translation system
KR980004126A (en) 1997-12-16 1998-03-30 양승택 Query Language Conversion Apparatus and Method for Searching Multilingual Web Documents
JPH11175527A (en) 1997-12-15 1999-07-02 Fujitsu Ltd Output controller and output control method
JP3272288B2 (en) 1997-12-24 2002-04-08 日本アイ・ビー・エム株式会社 Machine translation device and machine translation method
US6533822B2 (en) 1998-01-30 2003-03-18 Xerox Corporation Creating summaries along with indicators, and automatically positioned tabs
US6031984A (en) * 1998-03-09 2000-02-29 I2 Technologies, Inc. Method and apparatus for optimizing constraint models
JP3430007B2 (en) 1998-03-20 2003-07-28 富士通株式会社 Machine translation device and recording medium
US6077085A (en) 1998-05-19 2000-06-20 Intellectual Reserve, Inc. Technology assisted learning
GB2337611A (en) * 1998-05-20 1999-11-24 Sharp Kk Multilingual document retrieval system
GB2338089A (en) * 1998-06-02 1999-12-08 Sharp Kk Indexing method
US7197451B1 (en) 1998-07-02 2007-03-27 Novell, Inc. Method and mechanism for the creation, maintenance, and comparison of semantic abstracts
US6269351B1 (en) 1999-03-31 2001-07-31 Dryken Technologies, Inc. Method and system for training an artificial neural network
JP3959180B2 (en) 1998-08-24 2007-08-15 東芝ソリューション株式会社 Communication translation device
US6549918B1 (en) * 1998-09-21 2003-04-15 Microsoft Corporation Dynamic information format conversion
US6285978B1 (en) * 1998-09-24 2001-09-04 International Business Machines Corporation System and method for estimating accuracy of an automatic natural language translation
JP2000132550A (en) * 1998-10-26 2000-05-12 Matsushita Electric Ind Co Ltd Chinese generating device for machine translation
US6182014B1 (en) * 1998-11-20 2001-01-30 Schlumberger Technology Corporation Method and system for optimizing logistical operations in land seismic surveys
US6535842B1 (en) 1998-12-10 2003-03-18 Global Information Research And Technologies, Llc Automatic bilingual translation memory system
US6460015B1 (en) 1998-12-15 2002-10-01 International Business Machines Corporation Method, system and computer program product for automatic character transliteration in a text string object
US6275789B1 (en) 1998-12-18 2001-08-14 Leo Moser Method and apparatus for performing full bidirectional translation between a source language and a linked alternative language
US6317708B1 (en) 1999-01-07 2001-11-13 Justsystem Corporation Method for producing summaries of text document
US6356865B1 (en) 1999-01-29 2002-03-12 Sony Corporation Method and apparatus for performing spoken language translation
US6223150B1 (en) * 1999-01-29 2001-04-24 Sony Corporation Method and apparatus for parsing in a spoken language translation system
WO2000062193A1 (en) 1999-04-08 2000-10-19 Kent Ridge Digital Labs System for chinese tokenization and named entity recognition
US6609087B1 (en) * 1999-04-28 2003-08-19 Genuity Inc. Fact recognition system
US6901361B1 (en) 1999-07-09 2005-05-31 Digital Esperanto, Inc. Computerized translator of languages utilizing indexed databases of corresponding information elements
US6278969B1 (en) 1999-08-18 2001-08-21 International Business Machines Corp. Method and system for improving machine translation accuracy using translation memory
US7016827B1 (en) 1999-09-03 2006-03-21 International Business Machines Corporation Method and system for ensuring robustness in natural language understanding
US7171348B2 (en) * 1999-09-10 2007-01-30 Worldlingo.Com Pty Ltd Communication processing system
US20060116865A1 (en) * 1999-09-17 2006-06-01 Www.Uniscape.Com E-services translation utilizing machine translation and translation memory
US6601026B2 (en) 1999-09-17 2003-07-29 Discern Communications, Inc. Information retrieval by natural language querying
US6393389B1 (en) * 1999-09-23 2002-05-21 Xerox Corporation Using ranked translation choices to obtain sequences indicating meaning of multi-token expressions
JP2001101187A (en) 1999-09-30 2001-04-13 Sony Corp Device and method for translation and recording medium
US6330530B1 (en) 1999-10-18 2001-12-11 Sony Corporation Method and system for transforming a source language linguistic structure into a target language linguistic structure based on example linguistic feature structures
US6529865B1 (en) 1999-10-18 2003-03-04 Sony Corporation System and method to compile instructions to manipulate linguistic structures into separate functions
US6778949B2 (en) 1999-10-18 2004-08-17 Sony Corporation Method and system to analyze, transfer and generate language expressions using compiled instructions to manipulate linguistic structures
US6848080B1 (en) * 1999-11-05 2005-01-25 Microsoft Corporation Language input architecture for converting one text form to another text form with tolerance to spelling, typographical, and conversion errors
US7016977B1 (en) 1999-11-05 2006-03-21 International Business Machines Corporation Method and system for multilingual web server
US6904402B1 (en) 1999-11-05 2005-06-07 Microsoft Corporation System and iterative method for lexicon, segmentation and language model joint optimization
US6473729B1 (en) 1999-12-20 2002-10-29 Xerox Corporation Word phrase translation using a phrase index
JP2001249922A (en) 1999-12-28 2001-09-14 Matsushita Electric Ind Co Ltd Word division system and device
US6587844B1 (en) 2000-02-01 2003-07-01 At&T Corp. System and methods for optimizing networks of weighted unweighted directed graphs
AUPQ539700A0 (en) * 2000-02-02 2000-02-24 Worldlingo.Com Pty Ltd Translation ordering system
US6757646B2 (en) 2000-03-22 2004-06-29 Insightful Corporation Extended functionality for an inverse inference engine based web search
US7366714B2 (en) * 2000-03-23 2008-04-29 Albert Krachman Method and system for providing electronic discovery on computer databases and archives using statement analysis to detect false statements and recover relevant data
US6490549B1 (en) 2000-03-30 2002-12-03 Scansoft, Inc. Automatic orthographic transformation of a text stream
US20010029455A1 (en) 2000-03-31 2001-10-11 Chin Jeffrey J. Method and apparatus for providing multilingual translation over a network
GB2361327A (en) * 2000-04-11 2001-10-17 Mitel Corp Automatically executing instruction sets in response to network error logs
US7107204B1 (en) 2000-04-24 2006-09-12 Microsoft Corporation Computer-aided writing system and method with cross-language writing wizard
JP2004501429A (en) 2000-05-11 2004-01-15 ユニバーシティ・オブ・サザン・カリフォルニア Machine translation techniques
US7516154B2 (en) 2000-06-28 2009-04-07 Qnaturally Systems Inc. Cross language advertising
JP3982736B2 (en) 2000-06-30 2007-09-26 沖電気工業株式会社 Translation system
JP4011268B2 (en) 2000-07-05 2007-11-21 株式会社アイアイエス Multilingual translation system
US7389234B2 (en) 2000-07-20 2008-06-17 Microsoft Corporation Method and apparatus utilizing speech grammar rules written in a markup language
US6952666B1 (en) 2000-07-20 2005-10-04 Microsoft Corporation Ranking parser for a natural language processing system
US6907402B1 (en) * 2000-07-25 2005-06-14 Ajay P. Khaitan Commodity trading system
US20020078091A1 (en) 2000-07-25 2002-06-20 Sonny Vu Automatic summarization of a document
US20020046262A1 (en) 2000-08-18 2002-04-18 Joerg Heilig Data access system and method with proxy and remote processing
US20030217052A1 (en) 2000-08-24 2003-11-20 Celebros Ltd. Search engine method and apparatus
US20020059566A1 (en) * 2000-08-29 2002-05-16 Delcambre Lois M. Uni-level description of computer information and transformation of computer information between representation schemes
US7085708B2 (en) 2000-09-23 2006-08-01 Ravenflow, Inc. Computer system with natural language to machine language translator
US6782356B1 (en) * 2000-10-03 2004-08-24 Hewlett-Packard Development Company, L.P. Hierarchical language chunking translation table
US6983239B1 (en) 2000-10-25 2006-01-03 International Business Machines Corporation Method and apparatus for embedding grammars in a natural language understanding (NLU) statistical parser
ATE297588T1 (en) 2000-11-14 2005-06-15 Ibm ADJUSTING PHONETIC CONTEXT TO IMPROVE SPEECH RECOGNITION
US6885985B2 (en) 2000-12-18 2005-04-26 Xerox Corporation Terminology translation for unaligned comparable corpora using category based translation probabilities
US20020087313A1 (en) * 2000-12-29 2002-07-04 Lee Victor Wai Leung Computer-implemented intelligent speech model partitioning method and system
US6996518B2 (en) * 2001-01-03 2006-02-07 International Business Machines Corporation Method and apparatus for automated measurement of quality for machine translation
US6990439B2 (en) * 2001-01-10 2006-01-24 Microsoft Corporation Method and apparatus for performing machine translation using a unified language model and translation model
JP2002215621A (en) 2001-01-19 2002-08-02 Nec Corp Translation server, translation method and program
US6922809B2 (en) 2001-01-25 2005-07-26 International Business Machines Corporation Method and apparatus providing capitalization recovery for text
US7113903B1 (en) * 2001-01-30 2006-09-26 At&T Corp. Method and apparatus for providing stochastic finite-state machine translation
US7730001B2 (en) * 2001-02-09 2010-06-01 International Business Machines Corporation Computer system program and method to characterize each of a plurality of objects used at runtime to determine a lowest cost property among a plurality of potential alternative properties for each of said objects minimizing total cost of interaction among components during program execution
JP2003141018A (en) 2001-11-02 2003-05-16 Fujitsu Ltd Server, relay device, information providing method and program
AUPR329501A0 (en) 2001-02-22 2001-03-22 Worldlingo, Inc Translation information segment
US7216073B2 (en) 2001-03-13 2007-05-08 Intelligate, Ltd. Dynamic natural language understanding
US7860706B2 (en) 2001-03-16 2010-12-28 Eli Abir Knowledge system method and appparatus
JP3969628B2 (en) * 2001-03-19 2007-09-05 富士通株式会社 Translation support apparatus, method, and translation support program
JP4574047B2 (en) 2001-03-30 2010-11-04 富士通株式会社 Machine translation apparatus and program for performing translation using translation example dictionary
US7107215B2 (en) * 2001-04-16 2006-09-12 Sakhr Software Company Determining a compact model to transcribe the arabic language acoustically in a well defined basic phonetic study
US7295962B2 (en) * 2001-05-11 2007-11-13 University Of Southern California Statistical memory-based translation system
US20020169592A1 (en) * 2001-05-11 2002-11-14 Aityan Sergey Khachatur Open environment for real-time multilingual communication
WO2002093417A1 (en) 2001-05-17 2002-11-21 University Of Southern California Statistical method for building a translation memory
US7177792B2 (en) 2001-05-31 2007-02-13 University Of Southern California Integer programming decoder for machine translation
US7050964B2 (en) 2001-06-01 2006-05-23 Microsoft Corporation Scaleable machine translation system
US7191115B2 (en) 2001-06-20 2007-03-13 Microsoft Corporation Statistical method and apparatus for learning translation relationships among words
US20020198699A1 (en) 2001-06-21 2002-12-26 International Business Machines Corporation Apparatus, system and method for providing open source language translation
US8214196B2 (en) 2001-07-03 2012-07-03 University Of Southern California Syntax-based statistical translation model
US6810374B2 (en) 2001-07-23 2004-10-26 Pilwon Kang Korean romanization system
US7024351B2 (en) 2001-08-21 2006-04-04 Microsoft Corporation Method and apparatus for robust efficient parsing
US7146358B1 (en) 2001-08-28 2006-12-05 Google Inc. Systems and methods for using anchor text as parallel corpora for cross-language information retrieval
JP3452558B2 (en) * 2001-09-25 2003-09-29 インターナショナル・ビジネス・マシーンズ・コーポレーション Method, system, and program for associating a dictionary to be translated with a domain dictionary
WO2003034281A1 (en) * 2001-10-19 2003-04-24 Intel Zao Method and apparatus to provide a hierarchical index for a language model data structure
US7447623B2 (en) 2001-10-29 2008-11-04 British Telecommunications Public Limited Company Machine translation
EP1306775A1 (en) * 2001-10-29 2003-05-02 BRITISH TELECOMMUNICATIONS public limited company Machine translation
US20030144832A1 (en) 2002-01-16 2003-07-31 Harris Henry M. Machine translation system
US20030154071A1 (en) * 2002-02-11 2003-08-14 Shreve Gregory M. Process for the document management and computer-assisted translation of documents utilizing document corpora constructed by intelligent agents
US7013262B2 (en) 2002-02-12 2006-03-14 Sunflare Co., Ltd System and method for accurate grammar analysis using a learners' model and part-of-speech tagged (POST) parser
AU2003216329A1 (en) 2002-02-15 2003-09-09 Mathsoft Engineering And Education, Inc. Linguistic support for a regognizer of mathematical expressions
JP2003242136A (en) * 2002-02-20 2003-08-29 Fuji Xerox Co Ltd Syntax information tag imparting support system and method therefor
EP1483687A4 (en) * 2002-03-11 2008-08-06 Univ Southern California Named entity translation
JP3959453B2 (en) * 2002-03-14 2007-08-15 沖電気工業株式会社 Translation mediation system and translation mediation server
US7526424B2 (en) 2002-03-20 2009-04-28 Microsoft Corporation Sentence realization model for a natural language generation system
AU2003267953A1 (en) 2002-03-26 2003-12-22 University Of Southern California Statistical machine translation using a large monlingual corpus
WO2004001623A2 (en) 2002-03-26 2003-12-31 University Of Southern California Constructing a translation lexicon from comparable, non-parallel corpora
ES2343786T3 (en) * 2002-03-27 2010-08-10 University Of Southern California PROBABILITY MODEL OF UNION BASED ON PHRASES FOR STATISTICAL AUTOMATIC TRANSLATION.
JP2005527894A (en) 2002-03-28 2005-09-15 ユニバーシティ・オブ・サザン・カリフォルニア Statistical machine translation
EP1351158A1 (en) 2002-03-28 2003-10-08 BRITISH TELECOMMUNICATIONS public limited company Machine translation
US7716161B2 (en) 2002-09-24 2010-05-11 Google, Inc, Methods and apparatus for serving relevant advertisements
US7403890B2 (en) * 2002-05-13 2008-07-22 Roushar Joseph C Multi-dimensional method and apparatus for automated language interpretation
US7805302B2 (en) 2002-05-20 2010-09-28 Microsoft Corporation Applying a structured language model to information extraction
US7031911B2 (en) 2002-06-28 2006-04-18 Microsoft Corporation System and method for automatic detection of collocation mistakes in documents
JP4239505B2 (en) 2002-07-31 2009-03-18 日本電気株式会社 Translation apparatus, translation method, program, and recording medium
US20040035055A1 (en) * 2002-08-21 2004-02-26 Tianli Zhu Sulfur control for fuel processing system for fuel cell power plant
US7349839B2 (en) * 2002-08-27 2008-03-25 Microsoft Corporation Method and apparatus for aligning bilingual corpora
US7149688B2 (en) 2002-11-04 2006-12-12 Speechworks International, Inc. Multi-lingual speech recognition with cross-language context modeling
GB2395029A (en) * 2002-11-06 2004-05-12 Alan Wilkinson Translation of electronically transmitted messages
US7249012B2 (en) 2002-11-20 2007-07-24 Microsoft Corporation Statistical method and apparatus for learning translation relationships among phrases
WO2004049110A2 (en) * 2002-11-22 2004-06-10 Transclick, Inc. Language translation system and method
US7209875B2 (en) 2002-12-04 2007-04-24 Microsoft Corporation System and method for machine learning a confidence metric for machine translation
US20040111253A1 (en) 2002-12-10 2004-06-10 International Business Machines Corporation System and method for rapid development of natural language understanding using active learning
US20040115597A1 (en) * 2002-12-11 2004-06-17 Butt Thomas Giles System and method of interactive learning using adaptive notes
JP3973549B2 (en) 2002-12-19 2007-09-12 沖電気工業株式会社 Bilingual dependency structure associating apparatus, method and program, and recording medium recording parallel translation dependency structure associating program
US7627817B2 (en) * 2003-02-21 2009-12-01 Motionpoint Corporation Analyzing web site for translation
US7356457B2 (en) 2003-02-28 2008-04-08 Microsoft Corporation Machine translation using learned word associations without referring to a multi-lingual human authored dictionary of content words
US7346493B2 (en) 2003-03-25 2008-03-18 Microsoft Corporation Linguistically informed statistical models of constituent structure for ordering in sentence realization for a natural language generation system
US7319949B2 (en) * 2003-05-27 2008-01-15 Microsoft Corporation Unilingual translator
US7383542B2 (en) 2003-06-20 2008-06-03 Microsoft Corporation Adaptive machine translation service
US7711545B2 (en) 2003-07-02 2010-05-04 Language Weaver, Inc. Empirical methods for splitting compound words with application to machine translation
US8548794B2 (en) * 2003-07-02 2013-10-01 University Of Southern California Statistical noun phrase translation
US7346487B2 (en) * 2003-07-23 2008-03-18 Microsoft Corporation Method and apparatus for identifying translations
US8182270B2 (en) 2003-07-31 2012-05-22 Intellectual Reserve, Inc. Systems and methods for providing a dynamic continual improvement educational environment
US7369998B2 (en) * 2003-08-14 2008-05-06 Voxtec International, Inc. Context based language translation devices and methods
US7349845B2 (en) * 2003-09-03 2008-03-25 International Business Machines Corporation Method and apparatus for dynamic modification of command weights in a natural language understanding system
JP3919771B2 (en) 2003-09-09 2007-05-30 株式会社国際電気通信基礎技術研究所 Machine translation system, control device thereof, and computer program
KR100542755B1 (en) 2003-09-15 2006-01-20 한국전자통신연구원 Hybrid automatic translation Apparatus and Method by combining Rule-based method and Translation pattern method, and The medium recording the program
US7283950B2 (en) 2003-10-06 2007-10-16 Microsoft Corporation System and method for translating from a source language to at least one target language utilizing a community of contributors
US7302392B1 (en) 2003-10-07 2007-11-27 Sprint Spectrum L.P. Voice browser with weighting of browser-level grammar to enhance usability
US20050125218A1 (en) 2003-12-04 2005-06-09 Nitendra Rajput Language modelling for mixed language expressions
CN1894688A (en) 2003-12-15 2007-01-10 有限会社言语技术研究所 Translation determination system, method, and program
US7496497B2 (en) 2003-12-18 2009-02-24 Taiwan Semiconductor Manufacturing Co., Ltd. Method and system for selecting web site home page by extracting site language cookie stored in an access device to identify directional information item
US7587307B2 (en) 2003-12-18 2009-09-08 Xerox Corporation Method and apparatus for evaluating machine translation quality
US20050204002A1 (en) 2004-02-16 2005-09-15 Friend Jeffrey E. Dynamic online email catalog and trust relationship management system and method
WO2005089340A2 (en) 2004-03-15 2005-09-29 University Of Southern California Training tree transducers
US8296127B2 (en) 2004-03-23 2012-10-23 University Of Southern California Discovery of parallel text portions in comparable collections of corpora and training using comparable texts
US7593843B2 (en) 2004-03-30 2009-09-22 Microsoft Corporation Statistical language model for logical form using transfer mappings
US7827025B2 (en) 2004-04-06 2010-11-02 Microsoft Corporation Efficient capitalization through user modeling
US8666725B2 (en) 2004-04-16 2014-03-04 University Of Southern California Selection and use of nonstatistical translation components in a statistical machine translation framework
US7716037B2 (en) 2004-05-24 2010-05-11 Sri International Method and apparatus for natural language translation in a finite domain
GB2415518A (en) * 2004-06-24 2005-12-28 Sharp Kk Method and apparatus for translation based on a repository of existing translations
US7596485B2 (en) * 2004-06-30 2009-09-29 Microsoft Corporation Module for creating a language neutral syntax representation using a language particular syntax tree
US7620632B2 (en) 2004-06-30 2009-11-17 Skyler Technology, Inc. Method and/or system for performing tree matching
US20060015323A1 (en) * 2004-07-13 2006-01-19 Udupa Raghavendra U Method, apparatus, and computer program for statistical translation decoding
US7409332B2 (en) 2004-07-14 2008-08-05 Microsoft Corporation Method and apparatus for initializing iterative training of translation probabilities
US20060020448A1 (en) 2004-07-21 2006-01-26 Microsoft Corporation Method and apparatus for capitalizing text using maximum entropy
US7860314B2 (en) 2004-07-21 2010-12-28 Microsoft Corporation Adaptation of exponential models
US20070016401A1 (en) * 2004-08-12 2007-01-18 Farzad Ehsani Speech-to-speech translation system with user-modifiable paraphrasing grammars
US7584103B2 (en) * 2004-08-20 2009-09-01 Multimodal Technologies, Inc. Automated extraction of semantic content and generation of a structured document from speech
US20070269775A1 (en) 2004-09-14 2007-11-22 Dreams Of Babylon, Inc. Personalized system and method for teaching a foreign language
JP5452868B2 (en) 2004-10-12 2014-03-26 ユニヴァーシティー オブ サザン カリフォルニア Training for text-to-text applications that use string-to-tree conversion for training and decoding
US7505894B2 (en) 2004-11-04 2009-03-17 Microsoft Corporation Order model for dependency structure
US7546235B2 (en) 2004-11-15 2009-06-09 Microsoft Corporation Unsupervised learning of paraphrase/translation alternations and selective application thereof
US7680646B2 (en) 2004-12-21 2010-03-16 Xerox Corporation Retrieval method for translation memories containing highly structured documents
US7774192B2 (en) 2005-01-03 2010-08-10 Industrial Technology Research Institute Method for extracting translations from translated texts using punctuation-based sub-sentential alignment
US7571120B2 (en) * 2005-01-12 2009-08-04 International Business Machines Corporation Computer implemented method for estimating future grid job costs by classifying grid jobs and storing results of processing grid job microcosms
US7672830B2 (en) 2005-02-22 2010-03-02 Xerox Corporation Apparatus and methods for aligning words in bilingual sentences
WO2006133571A1 (en) 2005-06-17 2006-12-21 National Research Council Of Canada Means and method for adapted language translation
US8886517B2 (en) 2005-06-17 2014-11-11 Language Weaver, Inc. Trust scoring for language translation systems
US8676563B2 (en) 2009-10-01 2014-03-18 Language Weaver, Inc. Providing human-generated and machine-generated trusted translations
US7974833B2 (en) 2005-06-21 2011-07-05 Language Weaver, Inc. Weighted system of expressing language information using a compact notation
US7389222B1 (en) 2005-08-02 2008-06-17 Language Weaver, Inc. Task parallelization in a text-to-text system
US7813918B2 (en) 2005-08-03 2010-10-12 Language Weaver, Inc. Identifying documents which form translated pairs, within a document collection
US20070043553A1 (en) 2005-08-16 2007-02-22 Microsoft Corporation Machine translation models incorporating filtered training data
US7552053B2 (en) * 2005-08-22 2009-06-23 International Business Machines Corporation Techniques for aiding speech-to-speech translation
US7653531B2 (en) * 2005-08-25 2010-01-26 Multiling Corporation Translation quality quantifying apparatus and method
US7624020B2 (en) 2005-09-09 2009-11-24 Language Weaver, Inc. Adapter for allowing both online and offline training of a text to text system
US7558769B2 (en) * 2005-09-30 2009-07-07 Google Inc. Identifying clusters of similar reviews and displaying representative reviews from multiple clusters
US7957953B2 (en) * 2005-10-03 2011-06-07 Microsoft Corporation Weighted linear bilingual word alignment model
US20070083357A1 (en) * 2005-10-03 2007-04-12 Moore Robert C Weighted linear model
US10319252B2 (en) 2005-11-09 2019-06-11 Sdl Inc. Language capability assessment and training apparatus and techniques
US7822596B2 (en) 2005-12-05 2010-10-26 Microsoft Corporation Flexible display translation
WO2007070558A2 (en) * 2005-12-12 2007-06-21 Meadan, Inc. Language translation using a hybrid network of human and machine translators
GB2433403B (en) 2005-12-16 2009-06-24 Emil Ltd A text editing apparatus and method
US7536295B2 (en) 2005-12-22 2009-05-19 Xerox Corporation Machine translation using non-contiguous fragments of text
US20070168202A1 (en) * 2006-01-10 2007-07-19 Xpient Solutions, Llc Restaurant drive-through monitoring system
US7849144B2 (en) 2006-01-13 2010-12-07 Cisco Technology, Inc. Server-initiated language translation of an instant message based on identifying language attributes of sending and receiving users
US20070180373A1 (en) 2006-01-30 2007-08-02 Bauman Brian D Method and system for renderring application text in one or more alternative languages
US8943080B2 (en) 2006-04-07 2015-01-27 University Of Southern California Systems and methods for identifying parallel documents and sentence fragments in multilingual document collections
US20070265826A1 (en) 2006-05-10 2007-11-15 Stanley Chen Systems and methods for fast and memory efficient machine translation using statistical integrated phase lattice
US7542893B2 (en) 2006-05-10 2009-06-02 Xerox Corporation Machine translation using elastic chunks
CN101443759B (en) * 2006-05-12 2010-08-11 北京乐图在线科技有限公司 Multi-lingual information retrieval
US8886518B1 (en) 2006-08-07 2014-11-11 Language Weaver, Inc. System and method for capitalizing machine translated text
US8886514B2 (en) 2006-08-18 2014-11-11 National Research Council Of Canada Means and a method for training a statistical machine translation system utilizing a posterior probability in an N-best translation list
KR100837358B1 (en) 2006-08-25 2008-06-12 한국전자통신연구원 Domain-Adaptive Portable Machine Translation Device for Translating Closed Captions Using Dynamic Translation Resources and method thereof
US20080065478A1 (en) * 2006-09-12 2008-03-13 Microsoft Corporation Electronic coupon based service for enhancing content
JP5040256B2 (en) 2006-10-19 2012-10-03 パナソニック株式会社 Refrigeration cycle apparatus and control method thereof
US20080183555A1 (en) 2007-01-29 2008-07-31 Hunter Walk Determining and communicating excess advertiser demand information to users, such as publishers participating in, or expected to participate in, an advertising network
US20080215418A1 (en) 2007-03-02 2008-09-04 Adready, Inc. Modification of advertisement campaign elements based on heuristics and real time feedback
US8615389B1 (en) 2007-03-16 2013-12-24 Language Weaver, Inc. Generation and exploitation of an approximate language model
US8326598B1 (en) 2007-03-26 2012-12-04 Google Inc. Consensus translations from multiple machine translation systems
US8831928B2 (en) 2007-04-04 2014-09-09 Language Weaver, Inc. Customizable machine translation service
JP2008276517A (en) 2007-04-27 2008-11-13 Oki Electric Ind Co Ltd Device and method for evaluating translation and program
US7877251B2 (en) 2007-05-07 2011-01-25 Microsoft Corporation Document translation system
US20080307481A1 (en) 2007-06-08 2008-12-11 General Instrument Corporation Method and System for Managing Content in a Network
US8060360B2 (en) 2007-10-30 2011-11-15 Microsoft Corporation Word-dependent transition models in HMM based word alignment for statistical machine translation
US20090119091A1 (en) 2007-11-01 2009-05-07 Eitan Chaim Sarig Automated pattern based human assisted computerized translation network systems
TWI457868B (en) * 2008-03-12 2014-10-21 Univ Nat Kaohsiung 1St Univ Sc Method for automatically modifying a translation from a machine translation
US8910110B2 (en) * 2008-03-19 2014-12-09 Oracle International Corporation Application translation cost estimator
US20100017293A1 (en) 2008-07-17 2010-01-21 Language Weaver, Inc. System, method, and computer program for providing multilingual text advertisments
US8244519B2 (en) * 2008-12-03 2012-08-14 Xerox Corporation Dynamic translation memory using statistical machine translation
US8990064B2 (en) 2009-07-28 2015-03-24 Language Weaver, Inc. Translating documents based on content
US20110066643A1 (en) * 2009-09-16 2011-03-17 John Cooper System and method for assembling, verifying, and distibuting financial information
US8265923B2 (en) 2010-05-11 2012-09-11 Xerox Corporation Statistical machine translation employing efficient parameter training
US8694303B2 (en) 2011-06-15 2014-04-08 Language Weaver, Inc. Systems and methods for tuning parameters in statistical machine translation
US8886515B2 (en) 2011-10-19 2014-11-11 Language Weaver, Inc. Systems and methods for enhancing machine translation post edit review processes

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6092034A (en) * 1998-07-27 2000-07-18 International Business Machines Corporation Statistical translation system and method for fast sense disambiguation and translation of large corpora using fertility models and sense models

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